Vivek P Marakumbi — Full Stack Engineer
As a Gold Medalist in Computer Science and Engineering from KLE Technological University, I am an AI/ML Engineer with hands-on experience in developing and deploying intelligent systems, from full-stack applications to multi-agent AI pipelines. During my internship at Pravinya Information Technology Services, I engineered a FastAPI-based microservice that leverages the Gemini API to process and analyze resumes, and developed advanced search functionalities that improved workflow efficiency by 70%. My project work includes building RAG systems with Langchain and Pinecone and creating multi-agent data pipelines using CrewAI that achieved 92% accuracy in testing. My skill set is centered around Python, C++, JavaScript and Generative AI (LLMs, RAG, AI Agents), with deep proficiency in frameworks like Langchain, CrewAI, FastAPI, TensorFlow, and PyTorch. I have a strong command of vector databases such as Pinecone, FAISS Index and ChromaDB, and experience deploying optimized models on edge devices. Whether it's designing consensus algorithms for blockchain or developing chatbots with contextual memory, I am passionate about tackling complex challenges and delivering scalable, data-driven solutions. I am actively seeking opportunities where I can apply my expertise in artificial intelligence, machine learning, and software engineering to contribute to innovative projects. Let's connect and build something impactful together!
Stackforce AI infers this person is a skilled AI/ML Engineer with a focus on developing intelligent systems and microservices.
Location: Hubli, Karnataka, India
Experience: 6 mos
Skills
- Fastapi
- Microservices
Career Highlights
- Gold Medalist in Computer Science and Engineering.
- Improved workflow efficiency by 70% with advanced search functionalities.
- Achieved 92% accuracy in multi-agent data pipelines.
Work Experience
Pravinya Information Technology Services
Full Stack Developer (4 mos)
KLE Technological University - Hubballi (India)
Research Experience for Undergraduates (REU) (7 mos)
Education
Bachelor's degree at KLE Technological University - Hubballi (India)